Title :
Fuzzy-neuro controller for synchronous generator
Author :
Buelna, Carlos ; Soto, Rogelio
Author_Institution :
Centro de Inteligencia Artificial, ITESM, Monterrey, Mexico
Abstract :
A fuzzy-neuro controller has been designed to stabilize the frequency and voltage output of a synchronous generator. The structure of the proposed control system consists of two PI-like fuzzy controllers and two neural networks. With this control scheme the difficulty of fine tuning the scale factors of the fuzzy controller is reduced. Simulation results show that the system is robust to drastic changes on the load
Keywords :
control system synthesis; controllers; frequency control; fuzzy control; neurocontrollers; power engineering computing; stability; synchronous generators; two-term control; voltage control; PI-like fuzzy controllers; fine tuning; frequency stabilisation; fuzzy-neuro controller; neural networks; synchronous generator; voltage output stabilisation; Control systems; Frequency; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Neural networks; Robustness; Synchronous generators; Tuning; Voltage control;
Conference_Titel :
Electric Machines and Drives Conference Record, 1997. IEEE International
Conference_Location :
Milwaukee, WI
Print_ISBN :
0-7803-3946-0
DOI :
10.1109/IEMDC.1997.604202
